chaiml-mn24b-v2preferwi_76437

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_76437_v6
model_name: chaiml-mn24b-v2preferwi_76437_v6
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-27T22:36:12+00:00
num_battles: 5252
num_wins: 2555
celo_rating: 1277.27
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune2
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.547581626487153, 'latency_mean': 1.8261162292957307, 'latency_p50': 1.8273661136627197, 'latency_p90': 2.034920597076416}, {'batch_size': 3, 'throughput': 1.0949035665510556, 'latency_mean': 2.72911691904068, 'latency_p50': 2.7479435205459595, 'latency_p90': 3.0122483730316163}, {'batch_size': 5, 'throughput': 1.4159112024844396, 'latency_mean': 3.518269455432892, 'latency_p50': 3.5353559255599976, 'latency_p90': 4.011019682884216}, {'batch_size': 6, 'throughput': 1.5325033425717394, 'latency_mean': 3.8814643061161043, 'latency_p50': 3.8394904136657715, 'latency_p90': 4.391177320480347}, {'batch_size': 8, 'throughput': 1.6725041330417532, 'latency_mean': 4.750770699977875, 'latency_p50': 4.772929906845093, 'latency_p90': 5.341271543502807}, {'batch_size': 10, 'throughput': 1.7434035077550218, 'latency_mean': 5.683886713981629, 'latency_p50': 5.692888975143433, 'latency_p90': 6.486590123176574}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_76437_v6
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-27
win_ratio: 0.48648134044173647
generation_params: {'temperature': 0.6, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': True}
Resubmit model
Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-mn24b-v2preferwi-76437-v6-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-76437-v6-mkmlizer to finish
chaiml-mn24b-v2preferwi-76437-v6-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-76437-v6-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-76437-v6-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-76437-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76437-v6-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-76437-v6-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-76437-v6-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-76437-v6-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-76437-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76437-v6-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-76437-v6-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-76437-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76437-v6-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-76437-v6-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-76437-v6-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-76437-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76437-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-76437-v6-mkmlizer: Downloaded to shared memory in 137.173s
chaiml-mn24b-v2preferwi-76437-v6-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-76437-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpox8yoemm, device:0
chaiml-mn24b-v2preferwi-76437-v6-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-0925-tl-zl-dummy_22961_v2: HTTPConnectionPool(host='chaiml-0925-tl-zl-dummy-22961-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-0925-tl-zl-dummy_22961_v2: HTTPConnectionPool(host='chaiml-0925-tl-zl-dummy-22961-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-0925-tl-zl-dummy_22961_v2: HTTPConnectionPool(host='chaiml-0925-tl-zl-dummy-22961-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-mn24b-v2preferwi-76437-v6-mkmlizer: quantized model in 288.001s
chaiml-mn24b-v2preferwi-76437-v6-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune2 in 425.175s
chaiml-mn24b-v2preferwi-76437-v6-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-76437-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-76437-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v6/nvidia
chaiml-mn24b-v2preferwi-76437-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v6/nvidia/config.json
chaiml-mn24b-v2preferwi-76437-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v6/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-76437-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v6/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-76437-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v6/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-76437-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v6/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-76437-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v6/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-76437-v6-mkmlizer completed after 519.77s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-76437-v6-mkmlizer
Pipeline stage MKMLizer completed in 520.25s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.40s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-76437-v6
Waiting for inference service chaiml-mn24b-v2preferwi-76437-v6 to be ready
Failed to get response for submission chaiml-0925-tl-zl-dummy_22961_v2: HTTPConnectionPool(host='chaiml-0925-tl-zl-dummy-22961-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service chaiml-mn24b-v2preferwi-76437-v6 ready after 60.23423147201538s
Pipeline stage MKMLDeployer completed in 60.82s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.4484922885894775s
Received healthy response to inference request in 1.6921930313110352s
Received healthy response to inference request in 1.6704785823822021s
Received healthy response to inference request in 1.6400928497314453s
Received healthy response to inference request in 1.7515342235565186s
5 requests
0 failed requests
5th percentile: 1.6461699962615968
10th percentile: 1.652247142791748
20th percentile: 1.6644014358520507
30th percentile: 1.6748214721679688
40th percentile: 1.683507251739502
50th percentile: 1.6921930313110352
60th percentile: 1.7159295082092285
70th percentile: 1.7396659851074219
80th percentile: 1.8909258365631105
90th percentile: 2.169709062576294
95th percentile: 2.3091006755828856
99th percentile: 2.420613965988159
mean time: 1.8405581951141357
Pipeline stage StressChecker completed in 10.51s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.66s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.63s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_76437_v6 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 7777.06s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_76437_v6 status is now torndown due to DeploymentManager action